fix: 在制品按滞留时间降序 + 留言抽屉UI美化

1. 在制品排序: nulls_first → nulls_last
   已接收任务按receipt_at升序(最早=滞留最久)排最前
   未接收任务(null)排最后

2. 留言抽屉UI重设计:
   - 卡片式布局: 彩色头像圆+边框阴影+hover效果
   - 头像颜色按姓名首字自动分配7色
   - Input.Search替代普通Input+Search图标
   - 灰色背景区分卡片, 时间格式改为YYYY-MM-DD HH:mm
   - 手动分页按钮替代Antd分页器

backend/app/services/dashboard_service.py

@@ -131,7 +131,7 @@ async def get_wip_tasks(db: AsyncSession, limit: int = 20) -> list[WipTask]:
         select(Task, Product.serial_number)
         .join(Product, Task.product_id == Product.id)
         .where(Task.status.in_([TASK_STATUS_PENDING, TASK_STATUS_WIP]))
-        .order_by(Task.received_at.asc().nulls_first(), Task.created_at.asc())
+        .order_by(Task.received_at.asc().nulls_last(), Task.created_at.asc())
         .limit(limit)
     )
     result = await db.execute(stmt)

frontend/src/pages/admin/AdminDashboard.tsx

@@ -1,10 +1,10 @@
 import { useEffect, useState, useCallback } from "react";
 import {
   Package, ClipboardList, Bell, TrendingUp, AlertTriangle,
-  RefreshCw, Loader2, AlertCircle, ArrowRight, Clock, MessageCircle, Search,
+  RefreshCw, Loader2, AlertCircle, ArrowRight, Clock, MessageCircle,
 } from "lucide-react";
 import { useNavigate } from "react-router-dom";
-import { Radio, DatePicker, Drawer, Input, List, Tag } from "antd";
+import { Radio, DatePicker, Drawer, Input, Tag } from "antd";
 import dayjs, { type Dayjs } from "dayjs";
 import {
   fetchDashboardStats, fetchWipTasks, fetchDashboardMessages,
@@ -102,23 +102,38 @@ function WipRow({ t }: { t: WipTask }) {
   );
 }
 
-// ─── 留言列表项 ───────────────────────────────────────────
+// ─── 留言列表项（卡片式） ─────────────────────────────────
+const AVATAR_COLORS = ["#3b82f6", "#8b5cf6", "#ec4899", "#f59e0b", "#10b981", "#ef4444", "#06b6d4"];
 function MsgRow({ m }: { m: ProductMessageItem }) {
-  const t = m.created_at ? dayjs(m.created_at).format("MM-DD HH:mm") : "";
+  const t = m.created_at ? dayjs(m.created_at).format("YYYY-MM-DD HH:mm") : "";
+  const initial = (m.operator_name || "?").charAt(0);
+  const color = AVATAR_COLORS[initial.charCodeAt(0) % AVATAR_COLORS.length];
   return (
-    <List.Item>
-      <div className="flex w-full flex-col gap-1">
-        <div className="flex items-center justify-between">
-          <span className="text-sm font-medium text-gray-700">{m.operator_name}</span>
-          <span className="text-[11px] text-gray-400">{t}</span>
+    <div className="mb-3 rounded-xl border border-gray-100 bg-white p-4 shadow-sm transition-shadow hover:shadow-md">
+      <div className="flex gap-3">
+        {/* 头像 */}
+        <div
+          className="flex h-10 w-10 shrink-0 items-center justify-center rounded-full text-sm font-bold text-white"
+          style={{ backgroundColor: color }}
+        >
+          {initial}
         </div>
-        <div className="text-sm text-gray-600">{m.content}</div>
-        <div className="flex items-center gap-2 text-[11px] text-gray-400">
-          <Tag color="blue" className="text-[10px] leading-tight">{m.product_sn}</Tag>
-          <span className="truncate">{m.material_name}</span>
+        {/* 内容 */}
+        <div className="min-w-0 flex-1">
+          <div className="mb-1.5 flex items-center justify-between">
+            <span className="text-sm font-semibold text-gray-800">{m.operator_name}</span>
+            <span className="shrink-0 text-xs text-gray-400">{t}</span>
+          </div>
+          <p className="mb-2 text-sm leading-relaxed text-gray-600">{m.content}</p>
+          <div className="flex items-center gap-2">
+            <Tag color="blue" className="m-0 text-xs">{m.product_sn}</Tag>
+            {m.material_name && (
+              <span className="truncate text-xs text-gray-400">{m.material_name}</span>
+            )}
+          </div>
         </div>
       </div>
-    </List.Item>
+    </div>
   );
 }
 
@@ -372,43 +387,53 @@ export default function AdminDashboard() {
 
       {/* ═══ 留言抽屉 ═══ */}
       <Drawer
-        title={`💬 协同留言板（全厂 · ${msgTotal} 条）`}
+        title={<span className="text-base font-bold">💬 协同留言板 <span className="font-normal text-gray-400">全厂 · {msgTotal} 条</span></span>}
         open={msgDrawerOpen}
         onClose={() => setMsgDrawerOpen(false)}
-        width={520}
-        styles={{ body: { padding: 0 } }}
+        width={560}
+        styles={{ body: { padding: 16, background: "#f8fafc" } }}
       >
-        <div className="px-4 pt-4">
-          <Input
-            prefix={<Search className="h-4 w-4 text-gray-400" />}
-            placeholder="搜索 SN码 / 物料名称 / 留言人 / 内容"
-            value={msgKeyword}
-            onChange={e => setMsgKeyword(e.target.value)}
-            onPressEnter={() => onMsgSearch(msgKeyword)}
-            allowClear
-            onClear={() => onMsgSearch("")}
-          />
-        </div>
-        <List
-          className="mt-3 px-4"
-          loading={msgLoading}
-          dataSource={msgData}
-          locale={{ emptyText: "暂无留言记录" }}
-          renderItem={(item: ProductMessageItem) => <MsgRow m={item} />}
-          pagination={{
-            total: msgTotal,
-            pageSize: 30,
-            size: "small",
-            onChange: (page, size) => {
-              loadMessages(msgKeyword);
-              // simplified: re-fetch with skip
-              fetchDashboardMessages(msgKeyword, (page - 1) * size, size)
-                .then(res => { setMsgData(res.items); setMsgTotal(res.total); })
-                .catch(() => {});
-            },
-            showTotal: (t) => `共 ${t} 条`,
-          }}
+        <Input.Search
+          placeholder="搜索 SN码 / 物料名称 / 留言人 / 内容"
+          value={msgKeyword}
+          onChange={e => setMsgKeyword(e.target.value)}
+          onSearch={onMsgSearch}
+          allowClear
+          onClear={() => onMsgSearch("")}
+          enterButton
+          className="mb-4"
         />
+        {msgLoading ? (
+          <div className="flex items-center justify-center py-20">
+            <Loader2 className="h-6 w-6 animate-spin text-blue-500" />
+          </div>
+        ) : msgData.length === 0 ? (
+          <div className="py-16 text-center text-sm text-gray-400">
+            {msgKeyword ? "未找到匹配的留言" : "暂无留言记录"}
+          </div>
+        ) : (
+          <div>
+            {msgData.map(m => <MsgRow key={m.id} m={m} />)}
+            {/* 简易分页 */}
+            {msgTotal > 30 && (
+              <div className="mt-4 flex items-center justify-center gap-2">
+                {Array.from({ length: Math.ceil(msgTotal / 30) }, (_, i) => (
+                  <button
+                    key={i}
+                    onClick={() => {
+                      fetchDashboardMessages(msgKeyword, i * 30, 30)
+                        .then(res => { setMsgData(res.items); setMsgTotal(res.total); })
+                        .catch(() => {});
+                    }}
+                    className="rounded-md border border-gray-200 px-3 py-1 text-xs text-gray-600 hover:bg-gray-100"
+                  >
+                    {i + 1}
+                  </button>
+                ))}
+              </div>
+            )}
+          </div>
+        )}
       </Drawer>
     </div>
   );